Vol. 4 No. 2 (2024): Brilliance: Research of Artificial Intelligence, Article Research November 2024

This volume consists of 57 articles with 174 authors from 4 foreign educational institutions and 40 educational institutions in Indonesia, including: Wadi al-Shati College of Science and Technology, Fezzan (Libya), Soq Alkhamis Msehel College of Science and Technology, Tripoli (Libya), Garyan College of Engineering Technology, Garyan (Libya), Tamzawa College of Science and Technology, Wadi al Shatii, Fezzan (Libya), and others.

DOI: https://doi.org/10.47709/brilliance.v4i2

Published: 2024-09-03

Articles

Characteristics of Wireless Vibration Sensors for South Aceh Polytechnic Building

Oktrison Oktrison, Erwinsyah Sipahutar, Firdaus Jamsan, Rudi Arif Candra, Dirja Nur Ilham

470-477
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DOI : https://doi.org/10.47709/brilliance.v4i2.4605
Designing the User Interface for the Virtual Tour Selayar System using Figma

Nur Mustika, Mirfan Mirfan, Andi Maulidinnawati Abdul Kadir Parewe, Tika Tandi Layuk

478-483
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DOI : https://doi.org/10.47709/brilliance.v4i2.4587
UI/UX Design of Stunting Survey Application Prototype User Centreed Design Method

Esse Puji Pawenrusi, Kamariana Kamariana, Andi Yulia Kasma, Eka Wahyuni, Andryanto Aman

484-490
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DOI : https://doi.org/10.47709/brilliance.v4i2.4629
A Comparative Analysis of Machine Learning Models for Predicting Student Performance: Evaluating the Impact of Stacking and Traditional Methods

Gregorius Airlangga

491-499
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DOI : https://doi.org/10.47709/brilliance.v4i2.4669
Spam Detection on YouTube Comments Using Advanced Machine Learning Models: A Comparative Study

Gregorius Airlangga

500-508
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DOI : https://doi.org/10.47709/brilliance.v4i2.4670
Effect of Coiling and Macrobending on Fiber To The Building (FTTB) Network Activation

Yustini Yustini, Nasrul Nasrul, Aprinal Adila Asril, Bintang Aulia Nugraha

509-516
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DOI : https://doi.org/10.47709/brilliance.v4i2.4674
Course Learning Recommendation System Using Neural Collaborative Filtering

Hadist Laroibafi Mulyana, Fitrah Rumaisa

517-524
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DOI : https://doi.org/10.47709/brilliance.v4i2.4699
Development Of A Web-Based E-Presence Application For Tracking Maps And Selfies Using Laravel

Asep Suherman, Rohmat Nur Ibrahim, Rifan Seftiansyah, Zaidan Idzharulhaq

525-537
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DOI : https://doi.org/10.47709/brilliance.v4i2.4723
Application of Ant Colony Optimization Algorithm in Determining PID Parameters in AC Motor Control

Farhan Wahyu Nur Rahman, Edy Setiawan, Anda Iviana Juniani, Anggara Trisna Nugraha

538-549
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DOI : https://doi.org/10.47709/brilliance.v4i2.4741
Cyber Pandemic – The New Cybersecurity Risks

Sukenda, Ulil Surtia Zulpratita, Helmy Faisal Muttaqin, Ari Purno Wahyu, Benny Yustim

550-556
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DOI : https://doi.org/10.47709/brilliance.v4i2.4759
Effect of Connection Losses on Fiber To The Building (FTTB) Network Activation

Nasrul, Popy Maria, Nurraudya Tuz Zahra, Yosi Gusmiati

557-566
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DOI : https://doi.org/10.47709/brilliance.v4i2.4622
Leveraging Machine Learning for Sentiment Analysis in Hotel Applications: A Comparative Study of Support Vector Machine and Random Forest Algorithms

Suryadi, Dedek Syahputra , Nica Astrianda, Rizki Agam Syahputra, Rivansyah Suhendra

567-576
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DOI : https://doi.org/10.47709/brilliance.v4i2.4877
Real Time Chicken Egg Size Classification Using Yolov4 Algorithm

Cut Lika Mestika Sandy, Asmaul Husna, Reyhan Achmad Rizal

577-584
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DOI : https://doi.org/10.47709/brilliance.v4i2.4496
Implementation of EVE-NG in Increasing the Effectiveness of Project-Based Learning in the Network Computer Engineering Technology Study Program

Hendrik Setyo Utomo, Eka Wahyu Sholeha, Arif Supriyanto, Deni Rusmana, Al Majid

585-593
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DOI : https://doi.org/10.47709/brilliance.v4i2.4817
Analysis of Public Opinion Sentiment towards the 2024 Presidential Election Based on Clustering Method with K-Means Algorithm

Mhd Anshor Harahap, Muhammad Ikhsan

594-608
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DOI : https://doi.org/10.47709/brilliance.v4i2.4821
Web-Based Coat an Kebaya Rental Information System in Palembang City

Apriansyah, Khoirunnisa Nabila Sobrina, Dedi Haryanto

609-618
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DOI : https://doi.org/10.47709/brilliance.v4i2.4825
Automated Recognition of Batik Aceh Patterns Using Machine Learning Techniques

Eka Utaminingsih, Ilham Sahputra

619-624
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DOI : https://doi.org/10.47709/brilliance.v4i2.4831
Intelligent Infrastructure for Urban Transportation: The Role of Artificial Intelligence in Predictive Maintenance

Mohammed Ali Younus Alqasi, Youssif Ahmed Mohamed Alkelanie, Ahmed Jamah Ahmed Alnagrat

625-637
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DOI : https://doi.org/10.47709/brilliance.v4i2.4889
Design and Development of a Web-Based Correspondence Management Information System at Politeknik Negeri Tanah Laut

Herfia Rhomadhona, Marliza Noor Hayatie, Rina Pebriana

638-647
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DOI : https://doi.org/10.47709/brilliance.v4i2.4878
Title Prototype of a Mobile-Based Interactive Application for Tourist Search in Nabire

Gunawan Prayitno, Gatrida Bouk

648-656
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DOI : https://doi.org/10.47709/brilliance.v4i2.4734
Learning in Immersive Virtual Worlds from the Perspective of Media Didactics

Asma Al Mokhtar Miftah Alhaj Salem, Rawad Mansour Abdulhafith Alfaqi, Ahmed Jamah Ahmed Alnagrat

657-668
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DOI : https://doi.org/10.47709/brilliance.v4i2.4893
Air Quality Monitoring System Based Internet Of Things

muhammad ghozi arkhan, Zulhipni Reno Saputra Elsi

669-673
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DOI : https://doi.org/10.47709/brilliance.v4i2.4924
Decision Support System For Determining Prospective Students' Department At Vocational School 1 Buer Using Simple Additive Weighting

Yuliadi, Reynaldo Romero, Rodianto

674-683
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DOI : https://doi.org/10.47709/brilliance.v4i2.4211
College Department Recommendation Expert System Web-Based Using Certainty Factor Method

Kholifatun Hasannah, Ninik Agustin, Mochamad Taufiqurrochman Abdul Aziz Zein

684-695
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DOI : https://doi.org/10.47709/brilliance.v4i2.4212
Implementation Of Weighted Aggregated Sum Product Assessment (Waspas) Method In Determining English Language Learning Levels At Vanka Speaking Course Sumbawa

Virna Febri Andini; M. Julkarnain, Yuliadi

696-703
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DOI : https://doi.org/10.47709/brilliance.v4i2.4207
Analysis of Red Brick Product Quality Improvement at UD. Batu Bata Bulan Using CRISP-DM and C4.5 Algorithm

Widya Septiana, Farhan Tsani, Silvia Firda Utami, Rina Meri Andani

704-712
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DOI : https://doi.org/10.47709/brilliance.v4i2.4208
Design and Construction of Traditional Tribal Musical Instruments in Sumbawa With Augmented Reality Technology Android-Based

Wilia Ismiyarti, Irawati, Ismail

713-721
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DOI : https://doi.org/10.47709/brilliance.v4i2.4210
Enhancing Transaction Smoothness with QRIS Technology: The Role of DIGI by Bank BJB in Optimizing Customer Experience at the Banjar Branch

Riza Faizal, Lina Marlina, Ati S Setiawan

722-729
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DOI : https://doi.org/10.47709/brilliance.v4i2.4928
Solar Purchase Volume Prediction Using The K-Nearest Neighbor Algorithm Based On Backward Elimination

Aries Alfian Prasetyo, Yudi Pramono, Laily Ulfiyah, Misbakhul Fattah

730-738
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DOI : https://doi.org/10.47709/brilliance.v4i2.4964
Implementation of Web-based Online Examination for High School Students

Hayatullah Khumaini, Fitri Pratiwi, Jamil Daulay, Al Malikul Ikhwanda Putra, Nur Rubiati

739-746
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DOI : https://doi.org/10.47709/brilliance.v4i2.4965
Optimizing Customer Purchase Insights: Apriori Algorithm for Effective Product Bundle Recommendations

Ekinnisura Kaban, I Gede Mahendra Darmawiguna, Made Windu Antara Kesiman

747-756
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DOI : https://doi.org/10.47709/brilliance.v4i2.4981
Digital Transformation in Banking Services: The Impact of Mobile Banking on Customer Satisfaction at Islamic Banks in Tasikmalaya City

Sri Mulyati, Nendah Septiani, Lina Marlina

757-763
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DOI : https://doi.org/10.47709/brilliance.v4i2.4967
Predictive Models for Interest Rate Forecasting Using Machine Learning: A Comparative Analysis and Practical Application

Abdorwf A Mohamed Salem, Amaal Jummah Abdullah Albourawi

764-770
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DOI : https://doi.org/10.47709/brilliance.v4i2.4983
AI Implementation in Knowledge Management for Online News Media Case Study: GOnews.id

Ahmad Mundzir, Diki Gita Purnama, Iin Mayasari

771-778
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DOI : https://doi.org/10.47709/brilliance.v4i2.4995
Implementation of Business Intelligence In Planet Helmet Cilacap Sales

Ginanjar Rizqi Setiani, Verry, Mochamad Taufiqurrochman Abdul Aziz Zein

779-786
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DOI : https://doi.org/10.47709/brilliance.v4i2.5012
Implementation of Docker Platform for Integration Of Thesis Information System And Web-Based Thesis Title Checking Information System In Informatics Study Program

Rizky Adi Ryanto, M. Julkarnain, Yuliadi, Nora Dery Sofya, Siska Atmawan Oktavia

787-797
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DOI : https://doi.org/10.47709/brilliance.v4i2.5011
Implementation of YOLO in Cabbage Plant Disease Detection for Smart and Sustainable Agriculture

Muhammad Andryan Wahyu Saputra, Damar Novtahaning, Narandha Arya Ranggianto, Dwi Wijonarko

798-804
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DOI : https://doi.org/10.47709/brilliance.v4i2.5054
Smart Light Electricity Automation and Monitoring System Based on the Internet of Things (IOT) on Campus Environment Prototype

Jihan Geraldine, Ramiati, Ratna Dewi

805-813
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DOI : https://doi.org/10.47709/brilliance.v4i2.5082
UI/UX Design of a Decision Support System to Determine Lecturer Research Linearity using the Design Thinking Method

Ahmad Nugroho, Siska Narulita, M. Zakki Abdillah

814-820
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DOI : https://doi.org/10.47709/brilliance.v4i2.5137
Implementation and Performance Analysis of Internet Networks for RT/RW Using MikroTik and OpenWRT in Simalidu Koto Salak Dhamasraya

Aldo Aditya Putra, Ratna Dewi, Herry Setiawan

821-828
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DOI : https://doi.org/10.47709/brilliance.v4i2.4940
Application Optimazion Of Fidelity Watermarking Digital Imegery Discrete Fourier Transform Method And Rivest Shamir Adleman Algorithm

Nur Wulan, Herlina Harahap, Yunita Sari Siregar

829-836
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DOI : https://doi.org/10.47709/brilliance.v4i2.5126
Metaverse Optimization: Exploration of the Potential of Ecotourism in Geopark Merangin Jambi Based on Virtual Reality

Septiana Dewi Andriana, Rismayanti

837-846
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DOI : https://doi.org/10.47709/brilliance.v4i2.5091
Comparing MCDM Methods for Assessing the Lecturer Performance Index at Dipa Makassar University

Suryani, Madyana Patasik, Stiffany Lourens Zeannyfer, Andhiny Nurakzhany Syahputri

847-857
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DOI : https://doi.org/10.47709/brilliance.v4i2.4979
Usability Analysis of A Package Tracking System Using The System Usability Scale Method

Noordin Asnawi, Mei Lenawati, Ridho Pamungkas, Dimas Setiawan

858-863
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DOI : https://doi.org/10.47709/brilliance.v4i2.5170
Development of Internal Quality Audit Information System with Personal Extreme Programming (PXP) Approach

Darmansyah; Rifqi Aulia Tanjung, Novita Lizza Anggraini; Vincent Gravie Ebenhaezer Lumenta

864-871
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DOI : https://doi.org/10.47709/brilliance.v4i2.5175
Optimizing Public Services through Industrial Work Practice Management Applications Using Extreme Programming Methods

Muh Nur Luthfi Azis, Ayunda Nur Hapsari

872-879
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DOI : https://doi.org/10.47709/brilliance.v4i2.5213
Management Information System of Ummi Primary Clinic in Improving Service and Loyalty using WEB-based Customer Relationship Management

Salsabila Tasmara, Aninda Muliani Harahap

880-889
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DOI : https://doi.org/10.47709/brilliance.v4i2.5169
Advancing Voice Anti-Spoofing Systems: Self-Supervised Learning and Indonesian Dataset Integration for Enhanced Generalization

Bima Prihasto, Mifta Nur Farid, Rafid Al Khairy

890-900
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DOI : https://doi.org/10.47709/brilliance.v4i2.5182
Improving Multiclass Rainfall Prediction with Multilayer Perceptron and SMOTE: Addressing Class Imbalance Challenges

Nita Cahyani, Wardiana Adinda Putri, Rahmat Irsyada

901-908
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DOI : https://doi.org/10.47709/brilliance.v4i2.5203
Innovation of an Expert System for Diagnosing Allergic Diseases in Children using the Web-based Certainty Factor Method

Rahmat Irsyada, Nita Cahyani, Lailatul Badriyah

909-918
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DOI : https://doi.org/10.47709/brilliance.v4i2.5204
Evaluating Random Forest Algorithm: Detection of Palm Oil Leaf Disease

Oky Rahmanto, Veri Julianto, Ahmad Rusadi Arrahimi

919-924
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DOI : https://doi.org/10.47709/brilliance.v4i2.4798
Designing User Experience Website for Culinary MSMEs Using Participatory Design Method

Sukma Julianti, Herbert Siregar, Ani Anisyah, Rasim

925-934
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DOI : https://doi.org/10.47709/brilliance.v4i2.5313
Accelerating the Identification of Soil Drought Index in Wair Koja Village Using Web-Based Thornthwaite-Mather Water Balance Calculations

Margaretha Yuneta, Maria Kurniaty Lete, Maria Wihelmina Lodan

935-947
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DOI : https://doi.org/10.47709/brilliance.v4i2.5164
Analysis UI Website Design Based on Local Wisdom Visual for Green Economy Education on Javara Website

Arief Yulianto, Dany Kurnia Gunawan, I Gusti Ayu Agung Aristi Putri, Kwirinov Kuma Keban, Ananda Fiky Dibanu Khaer

948-955
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DOI : https://doi.org/10.47709/brilliance.v4i2.5375
Designing a Modern Web Interface with Vue.js and Tailwind for University Information System

Fhadiel Putra Perdana, Edi Supratman, Dhimas Rosanto Saputra

956-963
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DOI : https://doi.org/10.47709/brilliance.v4i2.5409
Enhancing K-Means Clustering for Journal Articles using TF-IDF and LDA Feature Extraction

Dewi Fatmarani Surianto, Dewi Fatmawati Surianto

964-972
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DOI : https://doi.org/10.47709/brilliance.v4i2.5547
Design And Development Of A Backend System For Monitoring And Controlling Smart Agriculture

Maria Shusanti Febrianti, Marzuki, Dian Resha Agustina, Aldi Prasetyo

973-980
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DOI : https://doi.org/10.47709/brilliance.v4i2.5462

Vol. 4 No. 2 (2024): Brilliance: Research of Artificial Intelligence, Article Research November 2024

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